Routing optimization of telephone network by Hopfield Net

被引：0
|
作者：
Moungnoul, P [1 ]
Kruekam, J [1 ]
Paungma, T [1 ]
机构：
[1] King Mongkuts Inst Technol Ladkrabang, Fac Engn, Bangkok 10520, Thailand
来源：
International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings | 2005年
关键词：
network management; telephone routing;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents an application of the neural network with the optimization called "Hopfield Net" in routing of telephone network system. This method optimizes the routing with specific conditions. In the simulation, consist of 3 cases from low, normal and high traffic densities, offered to the network. The results from the simulation showed that the congestion in the network is 30% lower compared with overflow method and load sharing method.
引用
收藏
页码：50 / 53
页数：4
相关论文
共 50 条
  • [41] Parameter tuning of continuous Hopfield network applied to combinatorial optimization
    Safae Rbihou
    Nour-Eddine Joudar
    Khalid Haddouch
    Annals of Mathematics and Artificial Intelligence, 2024, 92 : 257 - 275
  • [42] An improved Hopfield Lagrange network with application on motor efficiency optimization
    Yan, Jiapeng
    Kong, Huifang
    Man, Zhihong
    ASIAN JOURNAL OF CONTROL, 2022, 24 (03) : 1223 - 1234
  • [43] A Hopfield network based optimization for a sinter ore blending system
    Guo, JM
    Liu, Q
    Feng, W
    Xing, C
    He, M
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 2 : 492 - 497
  • [44] Optimization with the Hopfield network based on correlated noises: Experimental approach
    Mandziuk, J
    NEUROCOMPUTING, 2000, 30 (1-4) : 301 - 321
  • [45] Optimization of unit commitment by improved Hopfield neural network algorithm
    Wu, Jihua
    Wu, Yaowu
    Xiong, Xinyin
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2003, 27 (07): : 41 - 44
  • [46] A learning method in Hopfield neural network for combinatorial optimization problem
    Rong, LW
    Zheng, T
    Qi, PC
    NEUROCOMPUTING, 2002, 48 : 1021 - 1024
  • [47] Fuzzy neural network optimization method based on Hopfield networks
    Tsinghua Univ, Beijing, China
    Qinghua Daxue Xuebao, 3 ([d]86-89):
  • [48] Parameter tuning of continuous Hopfield network applied to combinatorial optimization
    Rbihou, Safae
    Joudar, Nour-Eddine
    Haddouch, Khalid
    ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2024, 92 (02) : 257 - 275
  • [49] A new relaxation procedure in the Hopfield network for solving optimization problems
    Zeng, XC
    Martinez, T
    NEURAL PROCESSING LETTERS, 1999, 10 (03) : 211 - 222
  • [50] A new activation function in the Hopfield network for solving optimization problems
    Zeng, XC
    Martinez, TR
    ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, 1999, : 73 - 77
12345